Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: ACSL4

Gene summary for ACSL4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACSL4

Gene ID

2182

Gene nameacyl-CoA synthetase long chain family member 4
Gene AliasACS4
CytomapXq23
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

O60488


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
2182ACSL4CA_HPV_1HumanCervixCC2.70e-06-2.97e-010.0264
2182ACSL4CA_HPV_3HumanCervixCC2.12e-07-3.90e-010.0414
2182ACSL4N_HPV_2HumanCervixN_HPV8.62e-10-3.51e-01-0.0131
2182ACSL4CCII_1HumanCervixCC7.28e-14-7.67e-010.3249
2182ACSL4TumorHumanCervixCC4.27e-29-7.43e-010.1241
2182ACSL4sample1HumanCervixCC3.49e-04-5.85e-010.0959
2182ACSL4sample3HumanCervixCC1.29e-25-6.96e-010.1387
2182ACSL4H2HumanCervixHSIL_HPV3.37e-02-2.74e-010.0632
2182ACSL4L1HumanCervixCC1.50e-22-8.24e-010.0802
2182ACSL4T1HumanCervixCC1.78e-17-6.87e-010.0918
2182ACSL4T3HumanCervixCC7.30e-22-6.87e-010.1389
2182ACSL4LZE4THumanEsophagusESCC7.25e-08-1.51e-010.0811
2182ACSL4LZE8THumanEsophagusESCC6.05e-04-3.63e-020.067
2182ACSL4P2T-EHumanEsophagusESCC6.80e-051.58e-010.1177
2182ACSL4P4T-EHumanEsophagusESCC2.26e-188.06e-020.1323
2182ACSL4P5T-EHumanEsophagusESCC2.83e-20-3.36e-020.1327
2182ACSL4P8T-EHumanEsophagusESCC5.19e-11-4.85e-020.0889
2182ACSL4P9T-EHumanEsophagusESCC6.44e-062.63e-010.1131
2182ACSL4P10T-EHumanEsophagusESCC2.36e-134.83e-020.116
2182ACSL4P12T-EHumanEsophagusESCC1.27e-18-1.16e-010.1122
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
LungThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.BPH: Benign Prostatic Hyperplasia
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0031667112SkinSCCISresponse to nutrient levels40/919474/187236.21e-049.18e-0340
GO:000915027SkinSCCISpurine ribonucleotide metabolic process31/919368/187232.49e-032.42e-0231
GO:000925926SkinSCCISribonucleotide metabolic process32/919385/187232.64e-032.48e-0232
GO:004470615SkinSCCISmulti-multicellular organism process21/919220/187232.81e-032.61e-0221
GO:000926020SkinSCCISribonucleotide biosynthetic process18/919182/187233.74e-033.26e-0218
GO:000915220SkinSCCISpurine ribonucleotide biosynthetic process17/919169/187234.01e-033.41e-0217
GO:000616326SkinSCCISpurine nucleotide metabolic process32/919396/187234.04e-033.43e-0232
GO:001969326SkinSCCISribose phosphate metabolic process32/919396/187234.04e-033.43e-0232
GO:007252126SkinSCCISpurine-containing compound metabolic process33/919416/187234.69e-033.89e-0233
GO:004639020SkinSCCISribose phosphate biosynthetic process18/919190/187235.86e-034.52e-0218
GO:1904951112SkincSCCpositive regulation of establishment of protein localization134/4864319/187232.60e-101.09e-08134
GO:0051222112SkincSCCpositive regulation of protein transport125/4864303/187233.88e-091.32e-07125
GO:0019693112SkincSCCribose phosphate metabolic process146/4864396/187239.28e-071.68e-05146
GO:000675324SkincSCCnucleoside phosphate metabolic process176/4864497/187231.55e-062.62e-05176
GO:0046390111SkincSCCribose phosphate biosynthetic process79/4864190/187231.86e-063.10e-0579
GO:000911724SkincSCCnucleotide metabolic process173/4864489/187232.03e-063.35e-05173
GO:0072521112SkincSCCpurine-containing compound metabolic process150/4864416/187232.88e-064.54e-05150
GO:0009259112SkincSCCribonucleotide metabolic process138/4864385/187231.00e-051.30e-04138
GO:0006163112SkincSCCpurine nucleotide metabolic process140/4864396/187231.93e-052.27e-04140
GO:0009260111SkincSCCribonucleotide biosynthetic process73/4864182/187232.01e-052.36e-0473
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0471420CervixCCThermogenesis76/1267232/84654.29e-121.16e-106.85e-1176
hsa0421614CervixCCFerroptosis14/126741/84651.75e-037.21e-034.26e-0314
hsa04714110CervixCCThermogenesis76/1267232/84654.29e-121.16e-106.85e-1176
hsa0421615CervixCCFerroptosis14/126741/84651.75e-037.21e-034.26e-0314
hsa0471425CervixHSIL_HPVThermogenesis25/459232/84657.63e-045.88e-034.76e-0325
hsa0471435CervixHSIL_HPVThermogenesis25/459232/84657.63e-045.88e-034.76e-0325
hsa0471444CervixN_HPVThermogenesis27/349232/84659.35e-071.41e-051.10e-0527
hsa0421624CervixN_HPVFerroptosis6/34941/84656.24e-033.24e-022.54e-026
hsa0471454CervixN_HPVThermogenesis27/349232/84659.35e-071.41e-051.10e-0527
hsa0421634CervixN_HPVFerroptosis6/34941/84656.24e-033.24e-022.54e-026
hsa04714211EsophagusESCCThermogenesis163/4205232/84659.22e-111.14e-095.86e-10163
hsa0421629EsophagusESCCFerroptosis33/420541/84654.58e-051.99e-041.02e-0433
hsa012129EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa041467EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa04714310EsophagusESCCThermogenesis163/4205232/84659.22e-111.14e-095.86e-10163
hsa0421638EsophagusESCCFerroptosis33/420541/84654.58e-051.99e-041.02e-0433
hsa0121214EsophagusESCCFatty acid metabolism41/420557/84655.13e-041.75e-038.98e-0441
hsa0414612EsophagusESCCPeroxisome55/420582/84651.04e-033.27e-031.68e-0355
hsa0471422LiverHCCThermogenesis170/4020232/84655.36e-162.25e-141.25e-14170
hsa012124LiverHCCFatty acid metabolism45/402057/84651.05e-061.10e-056.09e-0645
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
ACSL4SNVMissense_Mutationc.1328N>Ap.Gly443Glup.G443EO60488protein_codingdeleterious(0)probably_damaging(1)TCGA-A1-A0SH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
ACSL4SNVMissense_Mutationc.313N>Cp.Glu105Glnp.E105QO60488protein_codingdeleterious(0)probably_damaging(0.933)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ACSL4SNVMissense_Mutationnovelc.4A>Gp.Lys2Glup.K2EO60488protein_codingtolerated_low_confidence(0.05)possibly_damaging(0.472)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACSL4SNVMissense_Mutationc.2007N>Gp.Ile669Metp.I669MO60488protein_codingtolerated(0.26)benign(0.007)TCGA-AR-A255-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabSD
ACSL4SNVMissense_Mutationc.134N>Ap.Arg45Lysp.R45KO60488protein_codingtolerated(0.18)benign(0.02)TCGA-AR-A5QQ-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycarboplatinPD
ACSL4SNVMissense_Mutationc.833C>Gp.Thr278Serp.T278SO60488protein_codingdeleterious(0)probably_damaging(1)TCGA-B6-A0RG-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ACSL4SNVMissense_Mutationc.746N>Tp.Ser249Leup.S249LO60488protein_codingtolerated(0.21)benign(0.062)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACSL4insertionFrame_Shift_Insnovelc.1162_1163insTTTATGCCACACAGTCGGTCCTCAAAATCCTGTCACCCTGGp.Lys388IlefsTer19p.K388Ifs*19O60488protein_codingTCGA-AN-A0FK-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ACSL4deletionFrame_Shift_Delnovelc.1500delAp.Asp501ThrfsTer20p.D501Tfs*20O60488protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ACSL4SNVMissense_Mutationnovelc.1899N>Cp.Glu633Aspp.E633DO60488protein_codingtolerated(0.46)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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